Naresh Manwani

Most-cited papers

Noise Tolerance Under Risk Minimization
Naresh Manwani, P. Sastry
2011IEEE Transactions on Cybernetics296 citations Open access
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Making risk minimization tolerant to label noise
Aritra Ghosh, Naresh Manwani, P. Sastry
2014Neurocomputing236 citations Open access
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Geometric Decision Tree
Naresh Manwani, P. Sastry
2010IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)73 citations Open access
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On the Robustness of Decision Tree Learning Under Label Noise
Naresh Manwani, Kalpit V. Desai, Sanand Sasidharan, R. Sundararajan
2013Pacific-Asia Conference on Knowledge Discovery and Data Mining58 citations Open access
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A Team of Continuous-Action Learning Automata for Noise-Tolerant Learning of Half-Spaces
P. Sastry, G. Nagendra, Naresh Manwani
2010IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)48 citations
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The Curious Case of Convex Neural Networks
S. Sivaprasad, Ankur Singh, Naresh Manwani, Vineet Gandhi
2020ECML/PKDD35 citations Open access
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Learning Polyhedral Classifiers Using Logistic Function
Naresh Manwani, P. Sastry
2010Asian Conference on Machine Learning31 citations
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K-plane regression
Naresh Manwani, P. Sastry
2012Information Sciences28 citations Open access
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Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems
Hima Patel, Shanmukha C. Guttula, Ruhi Sharma Mittal, Naresh Manwani +2 more
2022Knowledge Discovery and Data Mining25 citations
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fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings
S. Oota, Naresh Manwani, R. Bapi
2018International Conference on Neural Information Processing20 citations Open access
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Online Active Learning of Reject Option Classifiers
Kulin Shah, Naresh Manwani
2019AAAI Conference on Artificial Intelligence17 citations Open access
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Robust Deep Ordinal Regression Under Label Noise
Bhanu Garg, Naresh Manwani
2019Asian Conference on Machine Learning14 citations
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Spoken Language Identification for Indian Languages Using Split and Merge EM Algorithm
Naresh Manwani, S. Mitra, M. Joshi
2007Pattern Recognition and Machine Intelligence12 citations Open access
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Polyceptron: A Polyhedral Learning Algorithm
Naresh Manwani, P. Sastry
2011arXiv.org11 citations
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Robust Learning of Multi-Label Classifiers under Label Noise
Himanshu Kumar, Naresh Manwani, P. Sastry
2020COMAD/CODS10 citations
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Robust Learning of Classifiers in the Presence of Label Noise
P. Sastry, Naresh Manwani
201710 citations
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Exact Passive-Aggressive Algorithms for Ordinal Regression Using Interval Labels
Naresh Manwani, Mohit Chandra
2020IEEE Transactions on Neural Networks and Learning Systems7 citations Open access
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Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks
Maanik Arora, Naresh Manwani
2020Asian Conference on Machine Learning7 citations
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A Geometric Algorithm for Learning Oblique Decision Trees
Naresh Manwani, P. Sastry
2009Pattern Recognition and Machine Intelligence6 citations Open access
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Exact Passive-Aggressive Algorithms for Learning to Rank Using Interval Labels
Naresh Manwani, Mohit Chandra
2018arXiv.org5 citations
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PRIL: Perceptron Ranking Using Interval Labeled Data
Naresh Manwani
2018arXiv.org5 citations
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Momentum Iterative Gradient Sign Method Outperforms PGD Attacks
S. Mohandas, Naresh Manwani, Durga Prasad Dhulipudi
2022International Conference on Agents and Artificial Intelligence4 citations Open access
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PRIL: Perceptron Ranking Using Interval Labels
Naresh Manwani
2019COMAD/CODS4 citations
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Sparse Reject Option Classifier Using Successive Linear Programming
Kulin Shah, Naresh Manwani
2018AAAI Conference on Artificial Intelligence4 citations Open access
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RISAN: Robust Instance Specific Abstention Network
B. Kalra, Kulin Shah, Naresh Manwani
2021Conference on Uncertainty in Artificial Intelligence3 citations
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Learning Multiclass Classifier Under Noisy Bandit Feedback
Mudit Agarwal, Naresh Manwani
2020Pacific-Asia Conference on Knowledge Discovery and Data Mining3 citations Open access
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Online Algorithms for Multiclass Classification Using Partial Labels
Rajarshi Bhattacharjee, Naresh Manwani
2019Pacific-Asia Conference on Knowledge Discovery and Data Mining3 citations Open access
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PLUME: Polyhedral Learning Using Mixture of Experts
Kulin Shah, P. Sastry, Naresh Manwani
2019arXiv.org3 citations
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RoLNiP: Robust Learning Using Noisy Pairwise Comparisons
Samartha S Maheshwara, Naresh Manwani
2023Asian Conference on Machine Learning2 citations Open access
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Delaytron: Efficient Learning of Multiclass Classifiers with Delayed Bandit Feedbacks
Naresh Manwani, Mudit Agarwal
2022IEEE International Joint Conference on Neural Network2 citations Open access
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Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings
N. Unnam, K. Reddy, Amit Pandey, Naresh Manwani
2022International Conference on Statistical and Scientific Database Management2 citations
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Learning With Bandit Feedback
Mudit Agarwal, Naresh Manwani
20222 citations
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Cooperative Monitoring of Malicious Activity in Stock Exchanges
B. Kalra, Sai Krishna Munnangi, Kushal Majmundar, Naresh Manwani +1 more
2021Pacific-Asia Conference on Knowledge Discovery and Data Mining2 citations
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Exact Passive Aggressive Algorithm for Multiclass Classification Using Partial Labels
Maanik Arora, Naresh Manwani
2020COMAD/CODS2 citations
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Achieving Fair PCA Using Joint Eigenvalue Decomposition
Vidhi Rathore, Naresh Manwani
2025Pacific-Asia Conference on Knowledge Discovery and Data Mining1 citations
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Pseudo-Labelling Meets Label Smoothing for Noisy Partial Label Learning
Darshana Saravanan, Naresh Manwani, Vineet Gandhi
20242025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)1 citations Open access
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ILAEDA: An Imitation Learning Based Approach for Automatic Exploratory Data Analysis
Abhijit Manatkar, Devarsh Patel, Hima Patel, Naresh Manwani
2024International Conference on AI-ML-Systems1 citations Open access
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Towards Calibrated Losses for Adversarial Robust Reject Option Classification
Vrund Shah, T. Chaudhari, Naresh Manwani
2024Asian Conference on Machine Learning1 citations
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RPL-SVM: Making SVM Robust Against Missing Values and Partial Labels
S. Mohandas, Naresh Manwani
2023Pacific Rim International Conference on Artificial Intelligence1 citations
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ALBIF: Active Learning with BandIt Feedbacks
Mudit Agarwal, Naresh Manwani
2022Pacific-Asia Conference on Knowledge Discovery and Data Mining1 citations
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Multiclass Classification using dilute bandit feedback
Gaurav Batra, Naresh Manwani
2021Pacific Rim International Conference on Artificial Intelligence1 citations Open access
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The Curious Case of Convex Networks
S. Sivaprasad, Naresh Manwani, Vineet Gandhi
2020arXiv.org1 citations
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Mixture of Regression Experts in fMRI Encoding
S. Oota, Adithya Avvaru, Naresh Manwani, R. Bapi
2018arXiv.org1 citations
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Sparse and Robust Reject Option Classifier using Successive Linear Programming
Kulin Shah, Naresh Manwani
2018arXiv.org1 citations
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EdgeMask-DG*: Learning Domain-Invariant Graph Structures via Adversarial Edge Masking
Rishabh Bhattacharya, Naresh Manwani
2026Trans. Mach. Learn. Res.0 citations
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Training-Free Cross-Architecture Merging for Graph Neural Networks
Rishabh Bhattacharya, Vikaskumar Kalsariya, Naresh Manwani
2026arXiv.org0 citations
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Linear Strategic Classification with Endogenous Improvements
S. Shrivastava, Mahvith Akshintala, B. V. V. Reddy, Naresh Manwani +2 more
2026arXiv.org0 citations
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DFORD: Directional Feedback based Online Ordinal Regression Learning
Naresh Manwani, M. Elamparithy, Tanish Taneja
2025Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems0 citations
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Reducing Misclassification Risk in Dynamic Graph Neural Networks Through Abstention
Jayadratha Gayen, Himanshu Pal, Naresh Manwani, Charu Sharma
2025International Conference on Advances in Social Networks Analysis and Mining0 citations
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Robust Object Detection with Pseudo Labels from VLMs using Per-Object Co-teaching
Uday Bhaskar, Rishabh Bhattacharya, Avinash Patel, Sarthak Khoche +2 more
2025arXiv.org0 citations
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